{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2 \n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "img=cv2.imread('/www/wwwroot/119.23.182.180/gal/imgs/demo/0.png')\n",
    "img=img[:,:,::-1]\n",
    "plt.imshow(img)\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(567, 850, 3)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "rs=np.random.randint(0,255,size=(567,850),dtype=np.uint8)\n",
    "gs=np.random.randint(0,255,size=(567,850),dtype=np.uint8)\n",
    "bs=np.random.randint(0,255,size=(567,850),dtype=np.uint8)\n",
    "ass=cv2.merge([rs,gs,bs])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "oto=cv2.multiply(img,ass)\n",
    "plt.imshow(oto)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
